A quality-controlled microarray method for gene expression profiling

Gene expression profiling on microarrays is widely used to measure the expression of large numbers of genes in a single experiment. Because of the high cost of this method, feasible numbers of replicates are limited, thus impairing the power of statistical analysis. As a step toward reducing technically induced variation, we developed a procedure of sample preparation and analysis that minimizes the number of sample manipulation steps, introduces quality control before array hybridization, and allows recovery of the prepared mRNA for independent validation of results. Sample preparation is based on mRNA separation using oligo(dT) magnetic beads, which are subsequently used for first-strand cDNA synthesis on the beads. cDNA covalently bound to the magnetic beads is used as template for second-strand cDNA synthesis, leaving the intact mRNA in solution for further analysis. The quality of the synthesized cDNA can be assessed by quantitative polymerase chain reaction using 3'- and 5'-specific primer pairs for housekeeping genes such as glyceraldehyde-3-phosphate dehydrogenase. Second-strand cDNA is chemically labeled with fluorescent dyes to avoid dye bias in enzymatic labeling reactions. After hybridization of two differently labeled samples to microarray slides, arrays are scanned and images analyzed automatically with high reproducibility. Quantile-normalized data from five biological replica display a coefficient of variation 45% for 90% of profiled genes, allowing detection of twofold changes with false positive and false negative rates of 10% each. We demonstrate successful application of the procedure for expression profiling in plant leaf tissue. However, the method could be easily adapted for samples from animal including human or from microbial origin.     

Large scale library generation for high throughput sequencing

Background

Large efforts have recently been made to automate the sample preparation protocols for massively parallel sequencing in order to match the increasing instrument throughput. Still, the size selection through agarose gel electrophoresis separation is a labor-intensive bottleneck of these protocols.

Methodology/Principal Findings

In this study a method for automatic library preparation and size selection on a liquid handling robot is presented. The method utilizes selective precipitation of certain sizes of DNA molecules on to paramagnetic beads for cleanup and selection after standard enzymatic reactions.

Conclusions/Significance

The method is used to generate libraries for de novo and re-sequencing on the Illumina HiSeq 2000 instrument with a throughput of 12 samples per instrument in approximately 4 hours. The resulting output data show quality scores and pass filter rates comparable to manually prepared samples. The sample size distribution can be adjusted for each application, and are suitable for all high throughput DNA processing protocols seeking to control size intervals.     

A Fast and Economical Sample Preparation Protocol for Interaction Proteomics Analysis

A simple and fast immunoprecipitation (IP) protocol is designed with the sample preparation incorporated, applicable to both low and high throughput. This new protocol combines two procedures based on magnetic beads in 96‐well plate format. Protein complexes are captured by antibodies and magnetic beads conjugated with protein A. Proteins are washed and on‐bead digested by using Single‐Pot solid‐phase sample preparation (SP3). The whole IP‐SP3 approach can be completed in one day, which is considerably faster compared to the classical approach. No major quantitative differences are found between SP3 and FASP (filter‐aided sample preparation) or a longer incubation protocol. Taken together, the IP‐SP3 protocol is a fast and economical approach easily applicable for large‐scale protein interactome analysis.     

Comparison of different bead-beating RNA extraction strategies: an optimized method for filamentous fungi

Molecular studies, especially in relation to the activity of secondary metabolite gene clusters, require the ability to extract good quality RNA from fungal biomass. This is often hindered by the cell wall structure and endogenous RNase activity in filamentous fungi. There is thus a need for rapid methods for the extraction of good quality RNA for use in microarrays and for quantitative PCR assays. The objective of this study was to examine the use of different systems for the high throughput method to extract intact RNA from filamentous fungi. Two bead beating systems with different motion patterns and speed capacities were tested in the development of the extraction protocol. They were evaluated based on the total RNA yield and overall RNA quality. The high speed bead beating with glass beads associated with an automated purification method gave more than three times higher total RNA yields with less than a quarter of the amount of mycelium required. Furthermore the integrity and overall quality was conserved, with RNA Quality Indicator (RQI) numbers consistently >7.5. This method also reduced cross contamination risks and kept RNA handling to a minimum while still being capable of multiple sample processing, reducing the time required to obtain RNA from filamentous fungi.     

Nanostructured digital microfluidics for enhanced surface plasmon resonance imaging

The advances in genomics and proteomics have unveiled an exhaustive catalogue of biomarkers that can potentially be used as diagnostic and prognostic indicators of genetic and infectious diseases. Current thrust in biosensor development is towards rapid, real-time, label-free and highly sensitive detection of the indicative biomarkers. While surface plasmon resonance imaging (SPRi) biosensors could potentially be the best suited candidate for biomarker-based diagnosis, important milestones need to be reached. Commercially available SPRi instrumentation is currently limited by the flow-cell technology to serial-sample processing and has limited sensitivity for the detection of markers present at low concentration. In this paper, we have implemented an approach to enhance sample handling and increase the sensitivity of the SPRi detection technique. We have developed a digital microfluidic platform with an integrated nanostructured biosensor interface that allows for rapid, ultra-low volume, sensitive, and automated on-chip SPRi detection of DNA hybridization reactions. Through the exploitation of electromagnetic properties of nanofabricated periodic gold nanoposts, SPRi signal was increased by 200% with the estimated limit of detection of 500 pM (90 attomoles). Using the versatile fluidic manipulation provided by the digital microfluidics, rapid and parallel target identification was achieved on multiple array elements within 1 min using 180 nL sample volume. By delivering multiple target analytes in individually addressable low volume droplets, without external pumps and fluidic interconnects, the overall assay time, cost and complexity was reduced. The proposed platform allows extreme versatility in the manipulation of precious low volume samples which makes this technology very suitable for diagnostic applications.     

Analysis of in vivo-derived amyloid-beta polypeptides by on-line two-dimensional chromatography-mass spectrometry.

The presence of senile plaques composed of amyloid-beta (Abeta) polypeptides within brain tissue is normally used as a definitive postmortem diagnosis for Alzheimer's Disease (AD). Therefore, these polypeptides have been investigated as potential biomarkers of the disease state. However, at present, there is a lack of a robust assay for the detection of such polypeptides derived from in vivo sources. Such an assay is essential for analysis of biological samples from model AD systems. To overcome this problem we have developed a new single-step assay utilizing two dimensional-chromatography in conjunction with mass spectrometry. The method consists of on-line size-exclusion chromatography (SEC) to provide initial separation of analytes from the sample (based on their molecular weight) coupled with sample preconcentration prior to analysis by microbore high-performance liquid chromatography-mass spectrometry (HPLC-MS). This provides an extremely versatile and powerful assay which can separate specific analytes from cell lysate in a single step without further sample handling. The use of mass spectrometry as the detection system yields much more structural information than can be obtained from traditional ELISA and sandwich ELISA antibody assays. Furthermore, the on-line sample cleanup protocol minimizes sample handling and facilitates assay automation. Utilizing this new assay we have been able to detect Abeta 1-40 and Abeta 1-42 at cellular concentration levels directly from cell lysates. Moreover, we have detected multiple peptide responses within the same analysis, some of which have been tentatively identified as other ragged C-termini Abeta polypeptides derived from Abeta 1-42, based on their molecular weight, as well as oxidized Abeta polypeptides.     

Electrochemical arrays coupled with magnetic separators for immunochemistry

Electrochemical methods are increasingly applied to immunoassays, because they overcome problems associated with other modes of detection. In particular, with respect to conventional immunoassays, electrochemical immunosensors show versatility, reliability, and fast analysis time. In immunosensor strategy, the antigen or antibody can be immobilized directly onto the surface of the electrochemical transducer that will finally be used to reveal the amount of the affinity reaction. However, the use of the electrode surface as a solid phase as well as an electrochemical transducer presents some problems: a shielding of the surface by biospecifically bound antibody molecules can cause hindrance in the electron transfer, resulting in a reduced voltammetric signal. Thus, as an alternative solid phase, magnetic beads because of their low toxicity and high biocompatibility have gained much attention in chemistry, associated with various analytical techniques, due to their suitability for immobilization of biomolecules. Magnetic micro- or nanobeads can be separated easily and quickly by magnetic forces and will be used together with bioaffine ligands, e.g., antibodies or proteins with a high affinity to the target. The special advantages of magnetic separation techniques are the fast and simple handling of a sample vial and the opportunity to deal with large sample volumes without the need for time-consuming centrifugation steps. This also makes biomagnetic separation ideal for automated assay/analysis systems which will play a very important role in the near future. This review presents some examples of immunochemical assay developed using magnetic beads as a solid phase coupled with electrochemical detection techniques, in particular, using electrochemical arrays as transducers. Applications related to static measurements, together with in-flow detection systems are presented.     

Metabolite profiling in human urine by LC-MS/MS: method optimization and application for glucuronides from dextromethorphan metabolism

Analysis of human urine for specific compounds or metabolites is an established method for biomonitoring occupational or environmental exposures. Modern liquid chromatography-tandem mass spectrometry is not limited to single compounds but can simultaneously analyze whole classes of urine constituents with both high sensitivity and specificity. Individual differences in the composition of urine are very large in humans, which raises a number of problems that are not encountered in animal experimentation. In this report, we investigated whether analysis of glucuronides as a class could reflect differences between human individuals regarding the polymorphic activity of the cytochrome P450 enzyme CYP2D6. From a group of 152 students that had been classified for CYP2D6 activity, urine of 12 "poor metabolizers" and 35 "extensive metabolizers" was collected 90min after ingestion of 10mg of the antitussive drug dextromethorphan (DEX) and analyzed for glucuronides. Methods development included the following aspects: adjustment of urine samples to equal creatinine concentration to avoid differences between samples in retention times and ion suppression; on-line enrichment of low-level analytes by column switching; precursor ion scan vs. theoretical multiple reaction monitoring; use of quality control samples to check for reproducibility in large sample series; peak extraction and handling of null entries to build the data matrix; logarithmic data transformation and different scaling procedures; principal component analysis (PCA) vs. discriminant analysis. Our results show that an optimized procedure not only identified the known DEX metabolites as predictors of CYP2D6-specific metabolic pathways but also indicated the presence of additional, so far unknown path-specific glucuronide metabolites. We conclude that metabolite profiling of urine and other biofluids by modern mass spectrometric methodology may help characterize individual differences and become useful in drug development and personalized pharmacotherapy.     

Validation of qualitative chromatographic methods: strategy in antidoping control laboratories

An experimental approach for the validation of chromatographic qualitative methods and its application in an antidoping control laboratory is described. The proposed strategy for validation of qualitative methods consists of the verification of selectivity/specificity, limit of detection (LOD), extraction recovery and repeatability (intra-assay precision). A one-day assay protocol, based on the analysis of five blank samples obtained from different sources and four replicates of control samples at two different concentrations of the analytes, has been defined to evaluate the validation parameters. The following evaluation criteria have been applied: absence of interfering substances at the retention time of the analytes in the blank samples to check the selectivity/specificity of the method, the LOD recommended by international sports authorities has to be attained, and for repeatability, the relative standard deviation should be <25% for the low concentration control sample and <15% for the high concentration control sample. Qualitative screening procedures are able to detect a great number of analytes so that extraction and analysis conditions are always a compromise for the different analytes. For this reason, no minimum acceptance criteria have been defined for data of extraction recoveries. The proposed protocol has been used for the validation of the screening and confirmation qualitative methods included in the scope of the accreditation of an antidoping control laboratory according to ISO quality standards.     

Multipurpose robot for automated cycle sequencing

Paramagnetic beads have the superior advantages of easy separation and resuspension by controlling the magnetic filed. Previously, we have developed Magtration technology to automate paramagnetic bead handling and have built several automated instruments that handle 1-12 samples simultaneously. To achieve more high-throughput sample processing, two types of a 96-arrayed Integrated Magtration Unit (IMU) were developed, one installed with electromagnets and the other with thin rod-shaped magnets made of neodymium. A multipurpose robot (SX-96GC) equipped with the IMU was also developed for fully automatic processing of 96 samples in parallel. The cleanup of dye-terminator sequencing products was performed using the robot installed with the permanent magnet version of IMU. The results had quality comparable to those by the same protocol in manual handling or to those by the conventional protocols. The robot processed 96 samples in a microplate within 30 min. The protocol that can purify 384 samples within 1 h by processing two microplates concurrently was successfully designed.     

Scribed transparency microplates mounted on a modified standard microplate

The immense cost effectiveness of using transparencies as analyte handling implements in microplate instrumentation offers the possibility of application even in resource-limited laboratories. In this work, a standard microplate was adapted to serve as the permanent base for disposable scribed transparencies. The approach is shown to ameliorate evaporation, which can affect assay accuracy when analytes need to be incubated for some time. It also offers assurance against fluorescence measurement errors due to the cross-talk of samples from adjacent wells.     

Conversion of a Capture ELISA to a Luminex xMAP Assay using a Multiplex Antibody Screening Method

The enzyme-linked immunosorbent assay (ELISA) has long been the primary tool for detection of analytes of interest in biological samples for both life science research and clinical diagnostics. However, ELISA has limitations. It is typically performed in a 96-well microplate, and the wells are coated with capture antibody, requiring a relatively large amount of sample to capture an antigen of interest . The large surface area of the wells and the hydrophobic binding of capture antibody can also lead to non-specific binding and increased background. Additionally, most ELISAs rely upon enzyme-mediated amplification of signal in order to achieve reasonable sensitivity. Such amplification is not always linear and can thus skew results.In the past 15 years, a new technology has emerged that offers the benefits of the ELISA, but also enables higher throughput, increased flexibility, reduced sample volume, and lower cost, with a similar workflow ^{1, 2}. Luminex xMAP Technology is a microsphere (bead) array platform enabling both monoplex and multiplex assays that can be applied to both protein and nucleic acid applications ^3-5. The beads have the capture antibody covalently immobilized on a smaller surface area, requiring less capture antibody and smaller sample volumes, compared to ELISA, and non-specific binding is significantly reduced. Smaller sample volumes are important when working with limiting samples such as cerebrospinal fluid, synovial fluid, etc. ⁶. Multiplexing the assay further reduces sample volume requirements, enabling multiple results from a single sample.Recent improvements by Luminex include: the new MAGPIX system, a smaller, less expensive, easier-to-use analyzer; Low-Concentration Magnetic MagPlex Microspheres which eliminate the need for expensive filter plates and come in a working concentration better suited for assay development and low-throughput applications; and the xMAP Antibody Coupling (AbC) Kit, which includes a protocol, reagents, and consumables necessary for coupling beads to the capture antibody of interest. (See Materials section for a detailed list of kit contents.)In this experiment, we convert a pre-optimized ELISA assay for TNF-alpha cytokine to the xMAP platform and compare the performance of the two methods ^7-11. TNF-alpha is a biomarker used in the measurement of inflammatory responses in patients with autoimmune disorders.We begin by coupling four candidate capture antibodies to four different microsphere sets or regions. When mixed together, these four sets allow for the simultaneous testing of all four candidates with four separate detection antibodies to determine the best antibody pair, saving reagents, sample and time. Two xMAP assays are then constructed with the two most optimal antibody pairs and their performance is compared to that of the original ELISA assay in regards to signal strength, dynamic range, and sensitivity.     

O-12The use of control samples in the PAPANICOLAOU technical external quality assessment scheme

Technical external quality assessment (TEQA) in Wales is based on NHSCSP publication 19, which sets out policy and procedures for the scheme. The purpose of EQA is to sustain and improve the quality of patient care by promoting a high standard of performance. Following the introduction of liquid base cytology (LBC) technical limitations, particularly in assessing counterstaining, have been noted. LBC provides the means to address these limitations - As part of a development plan for TEQA in Wales, a control sample procedure was introduced to the scheme. A pooled control sample was composed, containing residual material from six 'matched' negative samples, re-suspended in collection fluid. Aliquots of this sample were distributed for processing and staining, to the 13 laboratories registered with the scheme. The slides produced were assessed at a scheduled TEQA assessment in accordance with the standard criteria. Initial overall scoring for these control samples produced acceptable levels of staining for 12 of the laboratories - one laboratory produced a marginal score. Repeat distributions have shown maintained or improved results. This method provides a prospective quality assessment tool, which counters the emphasis on slide selection and eliminates potential selection bias, whilst introducing consistency and improving comparability across participant laboratories. The method may also prove helpful in identifying technical inconsistencies such as equipment or handling errors that may occur during sample processing prior to or during staining. The control process, which is now used routinely in the Welsh TEQA scheme; is considered complimentary to, and not a replacement for, the selection process established in NHSCSP #19. However, we feel that this development could be considered as a new initiative in the National TEQA scheme. The control process is applicable to all LBC systems in current use.     

Evaluation of a compact bench top immunoassay analyzer for automatic and near continuous monitoring of a sample for environmental contaminants

A compact bench top immunoassay analyzer is evaluated and shown to possess sufficient automation to allow continuous unattended sampling and measuring while still achieving the theoretical (antibody affinity based) detection limit for analyte. The system is comprised of antigen coated particles in a disposable flow cell held at the focus of a filter fluorometer. Capture of fluorescently labeled antibody from the flow stream is inhibited by analyte in the sample, allowing analyte concentrations to be determined from the fluorescent intensity. The disposable cell was designed to allow easy end user changing of test specificity, e.g. for selection of any member of a panel of environmental contaminants. Standard curves are shown for six analytes of environmental interest, dioxin F114 (2,3,4,7,8-PeCDF), the pesticide Fenitrothion, three coplanar PCBs, including the most toxic, PCB 126, and estradiol. In each case the curves are constructed using antibody concentrations at or below the Kd of the antibody, assuring that the sensitivity shown is limited by the antibody itself rather than the analyzer. The dynamic range for the six analytes investigated ranged from a low of 5 to 340 pM for fenitrothion to a high of 0.8 to 59 nM for dioxin F114, and is correlated to the antibody Kd in every case. Data is also shown for 17 consecutive samples, including both high and low values, measured completely automatically over a period of hours. With further development and characterization, the bench top analyzer is expected to fill an important niche in environmental testing.     

Renal cell carcinoma: handling and treatment

The quality of samples and of pre-analytical steps are crucial in all biological tests, this is dramatically true in proteomics analysis. In renal cell carcinoma preparation for two-dimensional gel electrophoresis the time elapsed between sample collection and treatment, and the heterogeneity of tissues are considered in order to obtain high quality and reproducibility of spots. The mechanical dissection and cell separation by magnetic beads coated with anti-Ber and EP4 antibodies to minimize the contamination of nonepithelial cells are described.     

An improved method for counting bacteria from sediments and turbid environments by epifluorescence microscopy

We present a new procedure for effectively detaching particle-associated bacteria by 10% (v/v) methanol and sonication which is particularly suitable for samples with a high particle load and sediments. We also optimized the sample preparation by applying the highly dsDNA-specific fluorescent stain SybrGreen I together with an optically brilliant mounting medium (polyvinylalcohol 4-88, 'moviol') in one step. The new protocol allows a much faster, easy and less toxic handling of samples as compared to other methods. Cells are stained directly on a black Nuclepore filter and show an intensive fluorescence signal with low background. The detachment procedure was optimized with respect to the temperature of the 10% methanol solution (35 degrees C), ultrasonication and centrifugation. The application of the new method in comparison with detachment procedures with pyrophosphate and Tween-80 with various types of marine samples including sediments always yielded higher numbers and/or higher fractions of particle-associated cells. Staining and mounting the samples with the moviol-SybrGreen I solution allowed an accurate and highly reproduceable enumeration of bacteria also in samples with high concentrations of SPM. Fixation of bacteria by glutardialdehyde resulted in a brighter fluorescence as compared to fixation by formalin. Because of the high specificity to dsDNA and bright fluorescence of SybrGreen I, the fast and easy handling and the possibility to store stained samples for at least several months at -20 degrees C without any loss in fluorescence intensity, the newly developed method is also an attractive alternative to DAPI staining of aquatic bacteria.     

Single-step perfusion chromatography with a throughput potential for enhanced peptide detection by matrix-assisted laser desorption/ ionization-mass spectrometry

Mass spectrometric peptide mapping of proteins separated by two-dimensional gel electrophoresis can be routinely performed by matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) which has become a standard tool. Since MALDI-MS detection relies heavily on the quality of the MALDI target, development of an efficient sample preparation technique for removal of sample contaminants is necessary. To date, among the several sample preparation techniques for MALDI targets available, multistep perfusion chromatography (MSPC) using Poros R2 and Oligo R3 has been most commonly used. However, MSPC requires at least four working steps and is not efficient for high-throughput analysis and recovery of low abundance proteins. During the course of proteomic analysis of a large set of rat liver tissues and the immortalized human sebaceous gland cells (SZ95 cells), we were interested in developing an alternative to MSPC. Here, we describe a single-step perfusion chromatography (SSPC) method for MALDI target preparation, which uses a tiny column packed with a mixture of Poros R2 and Oligo R3 resins. The SSPC method significantly improves not only detection of peptides but also efficiency of sample handling, thus enabling high-throughput sample preparation for analyzing large set of samples with high resolution and reproducibility.     

Process analytical technology case study part I: Feasibility studies for quantitative near-infrared method development

This article is the first of a series of articles detailing the development of near-infrared (NIR) methods for solid-dosage form analysis. Experiments were conducted at the Duquesne University Center for Pharmaceutical Technology to qualify the capabilities of instrumentation and sample handling systems, evaluate the potential effect of one source of a process signature on calibration development, and compare the utility of reflection and transmission data collection methods. A database of 572 production-scale sample spectra was used to evaluate the interbatch spectral variability of samples produced under routine manufacturing conditions. A second database of 540 spectra from samples produced under various compression conditions was analyzed to determine the feasibility of pooling spectral data acquired from samples produced at diverse scales. Instrument qualification tests were performed, and appropriate limits for instrument performance were established. To evaluate the repeatability of the sample positioning system, multiple measurements of a single tablet were collected. With the application of appropriate spectral preprocessing techniques, sample repositioning error was found to be insignificant with respect to NIR analyses of product quality attributes. Sample shielding was demonstrated to be unnecessary for transmission analyses. A process signature was identified in the reflection data. Additional tests demonstrated that the process signature was largely orthogonal to spectral variation because of hardness. Principal component analysis of the compression sample set data demonstrated the potential for quantitative model development. For the data sets studied, reflection analysis was demonstrated to be more robust than transmission analysis. Published: October 6, 2005 The views presented in this article do not necessarily reflect those of the Food and Drug Administration.     

Evaluation of the combination of bead technology with SELDI-TOF-MS and 2-D DIGE for detection of plasma proteins

Today biomarker discovery is one of the most active aspects of proteomic investigations. However, the wide dynamic range of plasma proteins makes the analysis very challenging because high abundance proteins tend to mask those of lower abundance. Using a large bead-based library of combinatorial peptide ligands (Equalizer beads or ProteoMiner), the dynamic range of the protein concentration is compressed, the high abundance proteins present in the sample are reduced and the low abundance proteins are enriched, while retaining representatives of all proteins within the sample. In the present study, the combination of beads with surface enhanced laser desorption ionization time-of-flight mass spectrometry (SELDI-TOF-MS) and two-dimensional differential gel electrophoresis (2-D DIGE) technology were evaluated considering efficiency, reproducibility, sensitivity, and compatibility. The bead technology is easily compatible with both SELDI-TOF-MS and 2-D DIGE and the samples can be analyzed directly without any processing of the sample. The use of the beads prior SELDI-TOF-MS and 2-D DIGE enabled detection of many new protein spots/peaks and increased resolution and improved intensity of low abundance proteins in a reproducible fashion compared with the depletion technique. Several proteins have been identified by the combination of beads, 2-D DIGE and MS for example different kinds of complement factors and cytoskeletal proteins. Our data suggest that integration of the bead technology with our current proteomic technologies will enhance the possibility to deliver new peptide/protein biomarker candidates in our projects.